Ecoli

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Classification	ecoli 4	Balanced Accuracy92.8	27
Tabular Classification	ecoli2	Balanced Accuracy91	27
Imbalanced Classification	ecoli	F1-Score84.2	25
Tabular Classification	ecoli 1	Balanced Accuracy3	24
Clustering	Ecoli (UCI)	ARI74.49	16
Off-policy evaluation for classification error	ecoli	Bias-0.208	15
Classification	ecoli (test)	Accuracy82.94	14
Classification	ecoli (train)	Accuracy87.84	14
Tabular Anomaly Detection	Ecoli	AUC-ROC0.865	14
Counterfactual Explanation Generation	ecoli	Validity100	12
Counterfactual Explanation Diversity	ecoli	Diversity6.9	11
Structure Learning	ecoli70 n=100	SHD37.55	11
Binary Classification	Ecoli	Accuracy97.33	10
Clustering	Ecoli	Runtime (s)0.01	9
Multiclass Classification	ecoli2	Weighted F1-score0.971	9
Multiclass imbalanced classification	ecoli2	AUC99.2	9
Multiclass imbalanced classification	ecoli 2	Accuracy97.1	9
Multiclass Imbalanced Classification	ecoli2	G-Mean0.945	9
Tabular Classification	ecoli 1011 (test)	Test Error0.036	9
Memorization and Privacy Analysis	ecoli4	NN Distance (DNN)0.0287	8
Memorization and Privacy Analysis	ecoli 2	NN Distance (DNN)0.029	8
Memorization and Privacy Analysis	ecoli1	NN Distance (DNN)2.94	8
Synthetic Tabular Data Generation	ecoli4	MCCD0.0385	8
Synthetic Tabular Data Generation	ecoli 2	MCCD0.0417	8
Synthetic Tabular Data Generation	ecoli1	MCCD0.0372	8

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